Decadal changes of the hydrography between Ireland and Cape Farewell
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In April 1991 and October 2000 surveys were carried out along a section from the Irish Shelf to southern Greenland. Between 200 and 1500 m the temperatures increased. In the Rockall Channel and the Iceland Basin the increase, in the order of 0.5°C, is connected with a salinity increase, while only m inor differences in the 9-S diagram can be observed. In the Rockall Channel the permanent thermocline has deepened. In the Iceland Basin the Subarctic Front (also known as Subpolar Front) has shifted westwards over a distance o f 200 to 250 km. In the Irminger Sea the tem perature in the upper 1500 m has increased by a few tenths °C with minor salinity changes. This is probably a recovery from the low tem peratures in 1991. At interm ediate levels, a decrease in salinity and tem perature is observed along the whole section, reflecting the eastward spreading of the cold vintage of Labrador Sea Water produced around 1990. The Iceland-Scotland Overflow Water along both the eastern and the western slopes o f the Reykjanes Ridge has slightly increased in tem perature, while the salinity has hardly changed. The Denmark Strait Overflow Water shows a decrease in tem perature of over 0.2°C, with a minor decrease in salinity. Article from Marine Science Symposia Vol. 219 - "Hydrobiological variability in the ICES Area, 1990-1999", symposium held in Edinburgh, 8-10 August 2001. To access the remaining articles please click on the keyword "MSS Vol. 219".
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it